Search Results - "Gay, Skylar S."

Multi-organ segmentation of abdominal structures from non-contrast and contrast enhanced CT images by Yu, Cenji, Anakwenze, Chidinma P., Zhao, Yao, Martin, Rachael M., Ludmir, Ethan B., S.Niedzielski, Joshua, Qureshi, Asad, Das, Prajnan, Holliday, Emma B., Raldow, Ann C., Nguyen, Callistus M., Mumme, Raymond P., Netherton, Tucker J., Rhee, Dong Joo, Gay, Skylar S., Yang, Jinzhong, Court, Laurence E., Cardenas, Carlos E.

“…Manually delineating upper abdominal organs at risk (OARs) is a time-consuming task. To develop a deep-learning-based tool for accurate and robust…”
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Fully-automated, CT-only GTV contouring for palliative head and neck radiotherapy by Gay, Skylar S., Cardenas, Carlos E., Nguyen, Callistus, Netherton, Tucker J., Yu, Cenji, Zhao, Yao, Skett, Stephen, Patel, Tina, Adjogatse, Delali, Guerrero Urbano, Teresa, Naidoo, Komeela, Beadle, Beth M., Yang, Jinzhong, Aggarwal, Ajay, Court, Laurence E.

“…Planning for palliative radiotherapy is performed without the advantage of MR or PET imaging in many clinics. Here, we investigated CT-only GTV delineation for…”
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Technical Note: Dose prediction for head and neck radiotherapy using a three‐dimensional dense dilated U‐net architecture by Gronberg, Mary P., Gay, Skylar S., Netherton, Tucker J., Rhee, Dong Joo, Court, Laurence E., Cardenas, Carlos E.

“…Purpose Radiation therapy treatment planning is a time‐consuming and iterative manual process. Consequently, plan quality varies greatly between and within…”
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Generating High-Quality Lymph Node Clinical Target Volumes for Head and Neck Cancer Radiation Therapy Using a Fully Automated Deep Learning-Based Approach by Cardenas, Carlos E., Beadle, Beth M., Garden, Adam S., Skinner, Heath D., Yang, Jinzhong, Rhee, Dong Joo, McCarroll, Rachel E., Netherton, Tucker J., Gay, Skylar S., Zhang, Lifei, Court, Laurence E.

“…To develop a deep learning model that generates consistent, high-quality lymph node clinical target volumes (CTV) contours for head and neck cancer (HNC)…”
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Deep learning-based dose prediction to improve the plan quality of volumetric modulated arc therapy for gynecologic cancers by Gronberg, Mary P, Jhingran, Anuja, Netherton, Tucker J, Gay, Skylar S, Cardenas, Carlos E, Chung, Christine, Fuentes, David, Fuller, Clifton D, Howell, Rebecca M, Khan, Meena, Lim, Tze Yee, Marquez, Barbara, Olanrewaju, Adenike M, Peterson, Christine B, Vazquez, Ivan, Whitaker, Thomas J, Wooten, Zachary, Yang, Ming, Court, Laurence E

“…In recent years, deep-learning models have been used to predict entire three-dimensional dose distributions. However, the usability of dose predictions to…”
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Development and dosimetric assessment of an automatic dental artifact classification tool to guide artifact management techniques in a fully automated treatment planning workflow by Hernandez, Soleil, Sjogreen, Carlos, Gay, Skylar S., Nguyen, Callistus, Netherton, Tucker, Olanrewaju, Adenike, Zhang, Lifei Joy, Rhee, Dong Joo, Méndez, José David, Court, Laurence E., Cardenas, Carlos E.

“…•The classification model automatically identifies dental artifact on a slice-by-slice basis.•The classification tool achieved high sensitivity and…”
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Landmark‐based auto‐contouring of clinical target volumes for radiotherapy of nasopharyngeal cancer by Sjogreen, Carlos, Netherton, Tucker J., Lee, Anna, Soliman, Moaaz, Gay, Skylar S., Nguyen, Callistus, Mumme, Raymond, Vazquez, Ivan, Rhee, Dong Joo, Cardenas, Carlos E., Martel, Mary K., Beadle, Beth M., Court, Laurence Edward

“…Background The delineation of clinical target volumes (CTVs) for radiotherapy for nasopharyngeal cancer is complex and varies based on the location and extent…”
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Identifying the optimal deep learning architecture and parameters for automatic beam aperture definition in 3D radiotherapy by Gay, Skylar S., Kisling, Kelly D., Anderson, Brian M., Zhang, Lifei, Rhee, Dong Joo, Nguyen, Callistus, Netherton, Tucker, Yang, Jinzhong, Brock, Kristy, Jhingran, Anuja, Simonds, Hannah, Klopp, Ann, Beadle, Beth M., Court, Laurence E., Cardenas, Carlos E.

“…Purpose Two‐dimensional radiotherapy is often used to treat cervical cancer in low‐ and middle‐income countries, but treatment planning can be challenging and…”
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Dosimetric impact and detectability of multi‐leaf collimator positioning errors on Varian Halcyon by Gay, Skylar S., Netherton, Tucker J., Cardenas, Carlos E., Ger, Rachel B., Balter, Peter A., Dong, Lei, Mihailidis, Dimitris, Court, Laurence E.

“…The purpose of this study is to investigate the dosimetric impact of multi‐leaf collimator (MLC) positioning errors on a Varian Halcyon for both random and…”
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A snapshot of medical physics practice patterns by Kisling, Kelly D., Ger, Rachel B., Netherton, Tucker J., Cardenas, Carlos E., Owens, Constance A., Anderson, Brian M., Lee, Joonsang, Rhee, Dong Joo, Edward, Sharbacha S., Gay, Skylar S., He, Yulun, David, Shaquan D., Yang, Jinzhong, Nitsch, Paige L., Balter, Peter A., Urbauer, Diana L., Peterson, Christine B., Court, Laurence E., Dube, Scott

“…A large number of surveys have been sent to the medical physics community addressing many clinical topics for which the medical physicist is, or may be,…”
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Cost‐effective immobilization for whole brain radiation therapy by Rubinstein, Ashley E., Ingram, W. Scott, Anderson, Brian M., Gay, Skylar S., Fave, Xenia J., Ger, Rachel B., McCarroll, Rachel E., Owens, Constance A., Netherton, Tucker J., Kisling, Kelly D., Court, Laurence E., Yang, Jinzhong, Li, Yuting, Lee, Joonsang, Mackin, Dennis S., Cardenas, Carlos E.

“…To investigate the inter‐ and intra‐fraction motion associated with the use of a low‐cost tape immobilization technique as an alternative to thermoplastic…”
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